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Review Sep 2026

CGSM: Concept-Guided Segmentation Model for Precise Pulmonary Lesion Delineation

A Concept-Guided Segmentation Model is proposed that integrates LLM-generated and clinically reviewed concepts into the segmentation process, and a Concept-Visual Alignment Module (CVAM) is designed to activate relevant tokens within the concepts that align with visual features, enhancing the interaction between textua...

Chang-Heng Lin, Wen-Jie Zhang, Yu-Shan Lu et al. · 0 citations

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